Overview

Dataset info

Number of variables79
Number of observations18147
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory10.9 MiB
Average record size in memory632.0 B

Variables types

Numeric37
Categorical7
Boolean0
Date0
URL0
Text (Unique)0
Rejected35
Unsupported0

Warnings

CAM is highly correlated with BallControl (ρ = 0.96195) Rejected
CB has 2025 (11.2%) zeros Zeros
CDM is highly correlated with CB (ρ = 0.98076) Rejected
CF is highly correlated with CAM (ρ = 0.99746) Rejected
Club has a high cardinality: 652 distinct values Warning
CM is highly correlated with CF (ρ = 0.97222) Rejected
Dribbling is highly correlated with CM (ρ = 0.90335) Rejected
GKHandling is highly correlated with GKDiving (ρ = 0.97028) Rejected
GKKicking is highly correlated with GKHandling (ρ = 0.96526) Rejected
GKPositioning is highly correlated with GKKicking (ρ = 0.96434) Rejected
GKReflexes is highly correlated with GKPositioning (ρ = 0.97014) Rejected
LAM is highly correlated with Dribbling (ρ = 0.94812) Rejected
LB is highly correlated with CM (ρ = 0.92673) Rejected
LCB is highly correlated with LB (ρ = 0.97804) Rejected
LCM is highly correlated with LB (ρ = 0.92673) Rejected
LDM is highly correlated with LCM (ρ = 0.93478) Rejected
LF is highly correlated with LCM (ρ = 0.97222) Rejected
LM is highly correlated with LF (ρ = 0.99411) Rejected
LS is highly correlated with LM (ρ = 0.983) Rejected
LW is highly correlated with LS (ρ = 0.9869) Rejected
LWB is highly correlated with LM (ρ = 0.91001) Rejected
Name has a high cardinality: 17140 distinct values Warning
Nationality has a high cardinality: 164 distinct values Warning
Positioning is highly correlated with LW (ρ = 0.90182) Rejected
RAM is highly correlated with LW (ρ = 0.99698) Rejected
RB is highly correlated with LWB (ρ = 0.99632) Rejected
RCB is highly correlated with RB (ρ = 0.97804) Rejected
RCM is highly correlated with RB (ρ = 0.92673) Rejected
RDM is highly correlated with RCM (ρ = 0.93478) Rejected
RF is highly correlated with RCM (ρ = 0.97222) Rejected
RM is highly correlated with RF (ρ = 0.99411) Rejected
RS is highly correlated with RM (ρ = 0.983) Rejected
RW is highly correlated with RS (ρ = 0.9869) Rejected
RWB is highly correlated with RM (ρ = 0.91001) Rejected
ShortPassing is highly correlated with RCM (ρ = 0.92548) Rejected
SlidingTackle is highly correlated with Interceptions (ρ = 0.92826) Rejected
SprintSpeed is highly correlated with Acceleration (ρ = 0.92193) Rejected
ST is highly correlated with RW (ρ = 0.9869) Rejected
StandingTackle is highly correlated with SlidingTackle (ρ = 0.97466) Rejected
Value_in_Pounds has 240 (< 0.1%) zeros Zeros
Wage_in_Pounds has 229 (< 0.1%) zeros Zeros

Variables

index
Numeric

Distinct count18147
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9089.2
Minimum0
Maximum18206
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile907.3
Q14536.5
Median9076
Q313662
95-th percentile17296
Maximum18206
Range18206
Interquartile range9126

Descriptive statistics

Standard deviation5257.9
Coef of variation0.57848
Kurtosis-1.1997
Mean9089.2
MAD4552.2
Skewness0.0052415
Sum1.6494e+08
Variance2.7646e+07
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
1 2047 11.3%
 
1 6822 37.6%
 
1 10912 60.1%
 
1 8865 48.9%
 
1 15010 82.7%
 
1 12963 71.4%
 
1 2724 15.0%
 
1 677 < 0.1%
 
1 4775 26.3%
 
1 4759 26.2%
 
Other values (18137) 164872877 908540.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2047 11.3%
 
1 6822 37.6%
 
1 10912 60.1%
 
1 8865 48.9%
 
1 15010 82.7%
 

Maximum 5 values

ValueCountFrequency (%) 
1 2047 11.3%
 
1 6822 37.6%
 
1 10912 60.1%
 
1 8865 48.9%
 
1 15010 82.7%
 

Acceleration
Numeric

Distinct count86
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean64.613
Minimum12
Maximum97
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum12
5-th percentile34
Q157
Median67
Q375
95-th percentile85
Maximum97
Range85
Interquartile range18

Descriptive statistics

Standard deviation14.93
Coef of variation0.23107
Kurtosis0.4689
Mean64.613
MAD11.565
Skewness-0.81526
Sum1.1725e+06
Variance222.91
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
69 759 < 0.1%
 
68 740 < 0.1%
 
67 684 < 0.1%
 
74 614 < 0.1%
 
66 607 < 0.1%
 
65 568 < 0.1%
 
75 568 < 0.1%
 
72 549 < 0.1%
 
73 527 < 0.1%
 
78 527 < 0.1%
 
Other values (76) 12004 66.1%
 

Minimum 5 values

ValueCountFrequency (%) 
12 1 < 0.1%
 
13 2 < 0.1%
 
14 3 < 0.1%
 
15 17 < 0.1%
 
16 13 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
97 2 < 0.1%
 
96 2 < 0.1%
 
95 8 < 0.1%
 
94 25 < 0.1%
 
93 41 < 0.1%
 

Age
Numeric

Distinct count29
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean25.121
Minimum16
Maximum45
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum16
5-th percentile18
Q121
Median25
Q328
95-th percentile33
Maximum45
Range29
Interquartile range7

Descriptive statistics

Standard deviation4.6698
Coef of variation0.18589
Kurtosis-0.46077
Mean25.121
MAD3.8591
Skewness0.39123
Sum4.5587e+05
Variance21.807
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
21 1420 7.8%
 
26 1380 7.6%
 
24 1355 7.5%
 
22 1335 7.4%
 
23 1326 7.3%
 
25 1312 7.2%
 
20 1236 6.8%
 
27 1158 6.4%
 
28 1099 6.1%
 
19 1021 5.6%
 
Other values (19) 5505 30.3%
 

Minimum 5 values

ValueCountFrequency (%) 
16 42 < 0.1%
 
17 287 < 0.1%
 
18 732 < 0.1%
 
19 1021 5.6%
 
20 1236 6.8%
 

Maximum 5 values

ValueCountFrequency (%) 
45 1 < 0.1%
 
44 2 < 0.1%
 
42 1 < 0.1%
 
41 5 < 0.1%
 
40 13 < 0.1%
 

Aggression
Numeric

Distinct count85
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean55.876
Minimum11
Maximum95
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum11
5-th percentile24
Q144
Median59
Q369
95-th percentile80
Maximum95
Range84
Interquartile range25

Descriptive statistics

Standard deviation17.367
Coef of variation0.3108
Kurtosis-0.62969
Mean55.876
MAD14.352
Skewness-0.43296
Sum1.014e+06
Variance301.6
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
65 516 < 0.1%
 
68 514 < 0.1%
 
70 489 < 0.1%
 
60 464 < 0.1%
 
58 458 < 0.1%
 
55 432 < 0.1%
 
62 427 < 0.1%
 
72 427 < 0.1%
 
66 424 < 0.1%
 
59 421 < 0.1%
 
Other values (75) 13575 74.8%
 

Minimum 5 values

ValueCountFrequency (%) 
11 5 < 0.1%
 
12 12 < 0.1%
 
13 17 < 0.1%
 
14 11 < 0.1%
 
15 25 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95 1 < 0.1%
 
94 8 < 0.1%
 
93 3 < 0.1%
 
92 16 < 0.1%
 
91 13 < 0.1%
 

Agility
Numeric

Distinct count81
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean63.501
Minimum14
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum14
5-th percentile34
Q155
Median66
Q374
95-th percentile85
Maximum96
Range82
Interquartile range19

Descriptive statistics

Standard deviation14.769
Coef of variation0.23258
Kurtosis-0.069583
Mean63.501
MAD11.718
Skewness-0.59918
Sum1.1524e+06
Variance218.12
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
68 600 < 0.1%
 
70 567 < 0.1%
 
72 565 < 0.1%
 
69 556 < 0.1%
 
66 550 < 0.1%
 
71 543 < 0.1%
 
67 542 < 0.1%
 
73 535 < 0.1%
 
74 522 < 0.1%
 
65 520 < 0.1%
 
Other values (71) 12647 69.7%
 

Minimum 5 values

ValueCountFrequency (%) 
14 1 < 0.1%
 
15 1 < 0.1%
 
18 4 < 0.1%
 
19 6 < 0.1%
 
20 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 1 < 0.1%
 
95 4 < 0.1%
 
94 19 < 0.1%
 
93 38 < 0.1%
 
92 64 < 0.1%
 

Balance
Numeric

Distinct count81
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean63.964
Minimum16
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum16
5-th percentile36
Q156
Median66
Q374
95-th percentile84
Maximum96
Range80
Interquartile range18

Descriptive statistics

Standard deviation14.136
Coef of variation0.221
Kurtosis0.094367
Mean63.964
MAD11.153
Skewness-0.58368
Sum1.1608e+06
Variance199.83
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
68 604 < 0.1%
 
70 594 < 0.1%
 
66 589 < 0.1%
 
65 589 < 0.1%
 
67 587 < 0.1%
 
69 574 < 0.1%
 
71 559 < 0.1%
 
72 548 < 0.1%
 
74 533 < 0.1%
 
73 524 < 0.1%
 
Other values (71) 12446 68.6%
 

Minimum 5 values

ValueCountFrequency (%) 
16 3 < 0.1%
 
17 3 < 0.1%
 
18 3 < 0.1%
 
19 3 < 0.1%
 
20 7 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 5 < 0.1%
 
95 7 < 0.1%
 
94 23 < 0.1%
 
93 42 < 0.1%
 
92 60 < 0.1%
 

BallControl
Numeric

Distinct count90
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean58.375
Minimum5
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5
5-th percentile19
Q154
Median63
Q369
95-th percentile77
Maximum96
Range91
Interquartile range15

Descriptive statistics

Standard deviation16.686
Coef of variation0.28584
Kurtosis1.0317
Mean58.375
MAD12.336
Skewness-1.2684
Sum1.0593e+06
Variance278.41
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
65 807 < 0.1%
 
64 777 < 0.1%
 
66 733 < 0.1%
 
62 732 < 0.1%
 
68 721 < 0.1%
 
63 711 < 0.1%
 
67 704 < 0.1%
 
60 642 < 0.1%
 
70 633 < 0.1%
 
61 589 < 0.1%
 
Other values (80) 11098 61.2%
 

Minimum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
8 2 < 0.1%
 
9 5 < 0.1%
 
10 47 < 0.1%
 
11 59 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 1 < 0.1%
 
95 2 < 0.1%
 
94 3 < 0.1%
 
93 2 < 0.1%
 
92 4 < 0.1%
 

Body_Type
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Normal
10590
Lean
6415
Stocky
 
1142
ValueCountFrequency (%) 
Normal 10590 58.4%
 
Lean 6415 35.4%
 
Stocky 1142 6.3%
 
Max length6
Mean length5.293
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

CAM
Highly correlated

This variable is highly correlated with BallControl and should be ignored for analysis

Correlation0.96195

CB
Numeric

Distinct count64
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean51.204
Minimum0
Maximum90
Zeros (%)11.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q144
Median57
Q366
95-th percentile74
Maximum90
Range90
Interquartile range22

Descriptive statistics

Standard deviation21.245
Coef of variation0.41491
Kurtosis1.0589
Mean51.204
MAD15.877
Skewness-1.3257
Sum9.2919e+05
Variance451.36
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
0 2025 11.2%
 
65 637 < 0.1%
 
64 625 < 0.1%
 
66 595 < 0.1%
 
67 585 < 0.1%
 
63 573 < 0.1%
 
68 535 < 0.1%
 
62 504 < 0.1%
 
70 484 < 0.1%
 
69 481 < 0.1%
 
Other values (54) 11103 61.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2025 11.2%
 
27 1 < 0.1%
 
29 8 < 0.1%
 
30 13 < 0.1%
 
31 22 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
90 2 < 0.1%
 
89 1 < 0.1%
 
88 3 < 0.1%
 
87 8 < 0.1%
 
86 9 < 0.1%
 

CDM
Highly correlated

This variable is highly correlated with CB and should be ignored for analysis

Correlation0.98076

CF
Highly correlated

This variable is highly correlated with CAM and should be ignored for analysis

Correlation0.99746

Club
Categorical

Distinct count652
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
No Club
 
229
Wolverhampton Wanderers
 
33
Manchester City
 
33
Other values (649)
17852
ValueCountFrequency (%) 
No Club 229 < 0.1%
 
Wolverhampton Wanderers 33 < 0.1%
 
Manchester City 33 < 0.1%
 
Cardiff City 33 < 0.1%
 
Valencia CF 33 < 0.1%
 
Liverpool 33 < 0.1%
 
Burnley 33 < 0.1%
 
Arsenal 33 < 0.1%
 
Rayo Vallecano 33 < 0.1%
 
RC Celta 33 < 0.1%
 
Other values (642) 17621 > 99.9%
 
Max length35
Mean length13.36
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesTrue
Contains non-wordsTrue

CM
Highly correlated

This variable is highly correlated with CF and should be ignored for analysis

Correlation0.97222

Composure
Numeric

Distinct count84
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean58.651
Minimum3
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile39
Q151
Median60
Q367
95-th percentile76
Maximum96
Range93
Interquartile range16

Descriptive statistics

Standard deviation11.437
Coef of variation0.195
Kurtosis0.21499
Mean58.651
MAD9.0895
Skewness-0.38141
Sum1.0643e+06
Variance130.81
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
60 743 < 0.1%
 
58 698 < 0.1%
 
62 690 < 0.1%
 
65 689 < 0.1%
 
55 664 < 0.1%
 
64 641 < 0.1%
 
59 616 < 0.1%
 
63 600 < 0.1%
 
68 593 < 0.1%
 
66 560 < 0.1%
 
Other values (74) 11653 64.2%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 < 0.1%
 
12 3 < 0.1%
 
13 3 < 0.1%
 
14 1 < 0.1%
 
15 3 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 1 < 0.1%
 
95 1 < 0.1%
 
94 1 < 0.1%
 
93 2 < 0.1%
 
92 1 < 0.1%
 

Crossing
Numeric

Distinct count89
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean49.738
Minimum5
Maximum93
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5
5-th percentile13
Q138
Median54
Q364
95-th percentile74
Maximum93
Range88
Interquartile range26

Descriptive statistics

Standard deviation18.364
Coef of variation0.36922
Kurtosis-0.54251
Mean49.738
MAD15.162
Skewness-0.59486
Sum9.026e+05
Variance337.25
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
62 528 < 0.1%
 
65 528 < 0.1%
 
60 518 < 0.1%
 
59 507 < 0.1%
 
64 496 < 0.1%
 
58 491 < 0.1%
 
63 465 < 0.1%
 
61 446 < 0.1%
 
55 431 < 0.1%
 
66 429 < 0.1%
 
Other values (79) 13308 73.3%
 

Minimum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
6 3 < 0.1%
 
7 9 < 0.1%
 
8 23 < 0.1%
 
9 39 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
93 1 < 0.1%
 
92 1 < 0.1%
 
91 4 < 0.1%
 
90 3 < 0.1%
 
89 2 < 0.1%
 

Curve
Numeric

Distinct count89
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean47.176
Minimum6
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum6
5-th percentile13
Q134
Median48
Q362
95-th percentile75
Maximum94
Range88
Interquartile range28

Descriptive statistics

Standard deviation18.396
Coef of variation0.38994
Kurtosis-0.74363
Mean47.176
MAD15.281
Skewness-0.23878
Sum8.5611e+05
Variance338.41
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
58 400 < 0.1%
 
48 391 < 0.1%
 
45 391 < 0.1%
 
60 376 < 0.1%
 
49 369 < 0.1%
 
64 368 < 0.1%
 
55 367 < 0.1%
 
42 363 < 0.1%
 
65 361 < 0.1%
 
59 352 < 0.1%
 
Other values (79) 14409 79.4%
 

Minimum 5 values

ValueCountFrequency (%) 
6 4 < 0.1%
 
7 4 < 0.1%
 
8 11 < 0.1%
 
9 41 < 0.1%
 
10 147 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 1 < 0.1%
 
92 1 < 0.1%
 
91 1 < 0.1%
 
90 6 < 0.1%
 

Dribbling
Highly correlated

This variable is highly correlated with CM and should be ignored for analysis

Correlation0.90335

Finishing
Numeric

Distinct count93
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean45.55
Minimum2
Maximum95
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile11
Q130
Median49
Q362
95-th percentile73
Maximum95
Range93
Interquartile range32

Descriptive statistics

Standard deviation19.527
Coef of variation0.4287
Kurtosis-0.97271
Mean45.55
MAD16.774
Skewness-0.30097
Sum8.266e+05
Variance381.32
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
58 462 < 0.1%
 
59 433 < 0.1%
 
62 430 < 0.1%
 
60 427 < 0.1%
 
65 423 < 0.1%
 
66 401 < 0.1%
 
64 399 < 0.1%
 
57 384 < 0.1%
 
61 382 < 0.1%
 
55 374 < 0.1%
 
Other values (83) 14032 77.3%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 < 0.1%
 
4 5 < 0.1%
 
5 80 < 0.1%
 
6 95 < 0.1%
 
7 115 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95 1 < 0.1%
 
94 2 < 0.1%
 
93 2 < 0.1%
 
92 1 < 0.1%
 
91 2 < 0.1%
 

FKAccuracy
Numeric

Distinct count90
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean42.866
Minimum3
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile13
Q131
Median41
Q357
95-th percentile72
Maximum94
Range91
Interquartile range26

Descriptive statistics

Standard deviation17.48
Coef of variation0.40778
Kurtosis-0.71855
Mean42.866
MAD14.43
Skewness0.10183
Sum7.7789e+05
Variance305.55
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
42 485 < 0.1%
 
40 478 < 0.1%
 
32 473 < 0.1%
 
35 458 < 0.1%
 
39 441 < 0.1%
 
34 436 < 0.1%
 
30 422 < 0.1%
 
38 407 < 0.1%
 
31 395 < 0.1%
 
33 392 < 0.1%
 
Other values (80) 13760 75.8%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 < 0.1%
 
4 1 < 0.1%
 
6 3 < 0.1%
 
7 8 < 0.1%
 
8 20 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 1 < 0.1%
 
92 1 < 0.1%
 
91 1 < 0.1%
 
90 2 < 0.1%
 

GKDiving
Numeric

Distinct count71
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean16.617
Minimum1
Maximum90
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile6
Q18
Median11
Q314
95-th percentile66
Maximum90
Range89
Interquartile range6

Descriptive statistics

Standard deviation17.699
Coef of variation1.0651
Kurtosis4.4439
Mean16.617
MAD10.881
Skewness2.4407
Sum3.0155e+05
Variance313.24
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
8 1616 8.9%
 
9 1586 8.7%
 
7 1579 8.7%
 
12 1574 8.7%
 
14 1563 8.6%
 
10 1563 8.6%
 
13 1550 8.5%
 
11 1499 8.3%
 
6 1305 7.2%
 
15 1234 6.8%
 
Other values (61) 3078 17.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 27 < 0.1%
 
2 6 < 0.1%
 
3 19 < 0.1%
 
4 27 < 0.1%
 
5 388 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
90 3 < 0.1%
 
88 3 < 0.1%
 
87 3 < 0.1%
 
86 4 < 0.1%
 
85 8 < 0.1%
 

GKHandling
Highly correlated

This variable is highly correlated with GKDiving and should be ignored for analysis

Correlation0.97028

GKKicking
Highly correlated

This variable is highly correlated with GKHandling and should be ignored for analysis

Correlation0.96526

GKPositioning
Highly correlated

This variable is highly correlated with GKKicking and should be ignored for analysis

Correlation0.96434

GKReflexes
Highly correlated

This variable is highly correlated with GKPositioning and should be ignored for analysis

Correlation0.97014

HeadingAccuracy
Numeric

Distinct count91
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean52.301
Minimum4
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile13
Q144
Median56
Q364
95-th percentile75
Maximum94
Range90
Interquartile range20

Descriptive statistics

Standard deviation17.382
Coef of variation0.33234
Kurtosis0.29251
Mean52.301
MAD13.398
Skewness-0.88539
Sum9.491e+05
Variance302.13
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
58 646 < 0.1%
 
59 571 < 0.1%
 
60 571 < 0.1%
 
55 565 < 0.1%
 
62 528 < 0.1%
 
65 509 < 0.1%
 
61 485 < 0.1%
 
64 483 < 0.1%
 
54 480 < 0.1%
 
57 471 < 0.1%
 
Other values (81) 12838 70.7%
 

Minimum 5 values

ValueCountFrequency (%) 
4 2 < 0.1%
 
5 3 < 0.1%
 
6 2 < 0.1%
 
7 7 < 0.1%
 
8 20 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 2 < 0.1%
 
93 3 < 0.1%
 
92 3 < 0.1%
 
91 4 < 0.1%
 
90 6 < 0.1%
 

Height_in_Cms
Numeric

Distinct count21
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean181.26
Minimum154.94
Maximum205.74
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum154.94
5-th percentile170.18
Q1175.26
Median180.34
Q3185.42
95-th percentile193.04
Maximum205.74
Range50.8
Interquartile range10.16

Descriptive statistics

Standard deviation6.7303
Coef of variation0.037131
Kurtosis-0.22839
Mean181.26
MAD5.4921
Skewness-0.015806
Sum3.2893e+06
Variance45.297
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
182.88 2880 15.9%
 
177.8 2479 13.7%
 
175.26 2234 12.3%
 
180.34 2156 11.9%
 
187.96 2015 11.1%
 
185.42 1907 10.5%
 
190.5 989 5.4%
 
172.72 946 5.2%
 
170.18 903 < 0.1%
 
193.04 749 < 0.1%
 
Other values (11) 889 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
154.94 3 < 0.1%
 
157.48 5 < 0.1%
 
160.02 18 < 0.1%
 
162.56 30 < 0.1%
 
165.1 145 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
205.74 2 < 0.1%
 
203.2 10 < 0.1%
 
200.66 21 < 0.1%
 
198.12 93 < 0.1%
 
195.58 246 < 0.1%
 

Interceptions
Numeric

Distinct count89
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean46.703
Minimum3
Maximum92
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile13
Q126
Median52
Q364
95-th percentile75
Maximum92
Range89
Interquartile range38

Descriptive statistics

Standard deviation20.697
Coef of variation0.44317
Kurtosis-1.2642
Mean46.703
MAD18.38
Skewness-0.26862
Sum8.4752e+05
Variance428.38
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
62 508 < 0.1%
 
66 505 < 0.1%
 
65 492 < 0.1%
 
63 476 < 0.1%
 
64 465 < 0.1%
 
60 428 < 0.1%
 
68 408 < 0.1%
 
58 401 < 0.1%
 
67 389 < 0.1%
 
22 373 < 0.1%
 
Other values (79) 13702 75.5%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 6 < 0.1%
 
6 46 < 0.1%
 
7 46 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
92 2 < 0.1%
 
90 3 < 0.1%
 
89 3 < 0.1%
 
88 5 < 0.1%
 
87 12 < 0.1%
 

International_Reputation
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.1133
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
Median1
Q31
95-th percentile2
Maximum5
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.39415
Coef of variation0.35404
Kurtosis18.946
Mean1.1133
MAD0.20628
Skewness4.0589
Sum20203
Variance0.15535
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
1 16520 91.0%
 
2 1261 6.9%
 
3 309 < 0.1%
 
4 51 < 0.1%
 
5 6 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 16520 91.0%
 
2 1261 6.9%
 
3 309 < 0.1%
 
4 51 < 0.1%
 
5 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 6 < 0.1%
 
4 51 < 0.1%
 
3 309 < 0.1%
 
2 1261 6.9%
 
1 16520 91.0%
 

Jersey_Number
Numeric

Distinct count99
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean19.546
Minimum1
Maximum99
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q18
Median17
Q326
95-th percentile44
Maximum99
Range98
Interquartile range18

Descriptive statistics

Standard deviation15.948
Coef of variation0.81591
Kurtosis7.1353
Mean19.546
MAD11.099
Skewness2.1855
Sum3.547e+05
Variance254.33
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
8 612 < 0.1%
 
7 604 < 0.1%
 
10 593 < 0.1%
 
11 590 < 0.1%
 
6 586 < 0.1%
 
5 579 < 0.1%
 
9 577 < 0.1%
 
4 573 < 0.1%
 
20 568 < 0.1%
 
1 566 < 0.1%
 
Other values (89) 12299 67.8%
 

Minimum 5 values

ValueCountFrequency (%) 
1 566 < 0.1%
 
2 519 < 0.1%
 
3 547 < 0.1%
 
4 573 < 0.1%
 
5 579 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
99 70 < 0.1%
 
98 21 < 0.1%
 
97 16 < 0.1%
 
96 13 < 0.1%
 
95 12 < 0.1%
 

Jumping
Numeric

Distinct count74
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean65.091
Minimum15
Maximum95
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum15
5-th percentile43
Q158
Median66
Q373
95-th percentile83
Maximum95
Range80
Interquartile range15

Descriptive statistics

Standard deviation11.822
Coef of variation0.18163
Kurtosis0.32456
Mean65.091
MAD9.2695
Skewness-0.45465
Sum1.1812e+06
Variance139.77
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
70 718 < 0.1%
 
72 650 < 0.1%
 
68 647 < 0.1%
 
71 630 < 0.1%
 
65 625 < 0.1%
 
63 623 < 0.1%
 
67 621 < 0.1%
 
73 616 < 0.1%
 
64 600 < 0.1%
 
69 592 < 0.1%
 
Other values (64) 11825 65.2%
 

Minimum 5 values

ValueCountFrequency (%) 
15 1 < 0.1%
 
16 1 < 0.1%
 
22 1 < 0.1%
 
23 1 < 0.1%
 
26 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95 1 < 0.1%
 
94 5 < 0.1%
 
93 18 < 0.1%
 
92 45 < 0.1%
 
91 75 < 0.1%
 

LAM
Highly correlated

This variable is highly correlated with Dribbling and should be ignored for analysis

Correlation0.94812

LB
Highly correlated

This variable is highly correlated with CM and should be ignored for analysis

Correlation0.92673

LCB
Highly correlated

This variable is highly correlated with LB and should be ignored for analysis

Correlation0.97804

LCM
Highly correlated

This variable is highly correlated with LB and should be ignored for analysis

Correlation0.92673

LDM
Highly correlated

This variable is highly correlated with LCM and should be ignored for analysis

Correlation0.93478

LF
Highly correlated

This variable is highly correlated with LCM and should be ignored for analysis

Correlation0.97222

LM
Highly correlated

This variable is highly correlated with LF and should be ignored for analysis

Correlation0.99411

LongPassing
Numeric

Distinct count84
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean52.721
Minimum9
Maximum93
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum9
5-th percentile23
Q143
Median56
Q364
95-th percentile74
Maximum93
Range84
Interquartile range21

Descriptive statistics

Standard deviation15.325
Coef of variation0.29068
Kurtosis-0.37408
Mean52.721
MAD12.47
Skewness-0.59667
Sum9.5674e+05
Variance234.86
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
62 625 < 0.1%
 
59 603 < 0.1%
 
58 602 < 0.1%
 
63 598 < 0.1%
 
60 593 < 0.1%
 
64 564 < 0.1%
 
65 557 < 0.1%
 
55 537 < 0.1%
 
57 510 < 0.1%
 
61 508 < 0.1%
 
Other values (74) 12450 68.6%
 

Minimum 5 values

ValueCountFrequency (%) 
9 3 < 0.1%
 
10 3 < 0.1%
 
11 11 < 0.1%
 
12 18 < 0.1%
 
13 22 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
93 1 < 0.1%
 
91 1 < 0.1%
 
90 2 < 0.1%
 
89 4 < 0.1%
 
88 2 < 0.1%
 

LongShots
Numeric

Distinct count92
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean47.113
Minimum3
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile12
Q133
Median51
Q362
95-th percentile73
Maximum94
Range91
Interquartile range29

Descriptive statistics

Standard deviation19.263
Coef of variation0.40887
Kurtosis-0.82061
Mean47.113
MAD16.27
Skewness-0.43247
Sum8.5496e+05
Variance371.07
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
59 507 < 0.1%
 
58 496 < 0.1%
 
62 485 < 0.1%
 
65 436 < 0.1%
 
55 435 < 0.1%
 
64 430 < 0.1%
 
60 408 < 0.1%
 
56 401 < 0.1%
 
52 394 < 0.1%
 
63 385 < 0.1%
 
Other values (82) 13770 75.9%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 < 0.1%
 
4 6 < 0.1%
 
5 84 < 0.1%
 
6 110 < 0.1%
 
7 107 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 2 < 0.1%
 
92 2 < 0.1%
 
91 2 < 0.1%
 
90 2 < 0.1%
 

LS
Highly correlated

This variable is highly correlated with LM and should be ignored for analysis

Correlation0.983

LW
Highly correlated

This variable is highly correlated with LS and should be ignored for analysis

Correlation0.9869

LWB
Highly correlated

This variable is highly correlated with LM and should be ignored for analysis

Correlation0.91001

Marking
Numeric

Distinct count92
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean47.286
Minimum3
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile13
Q130
Median53
Q364
95-th percentile74
Maximum94
Range91
Interquartile range34

Descriptive statistics

Standard deviation19.9
Coef of variation0.42085
Kurtosis-1.0917
Mean47.286
MAD17.395
Skewness-0.36305
Sum8.581e+05
Variance396.03
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
60 572 < 0.1%
 
62 549 < 0.1%
 
65 525 < 0.1%
 
64 485 < 0.1%
 
58 466 < 0.1%
 
55 453 < 0.1%
 
63 428 < 0.1%
 
66 427 < 0.1%
 
59 424 < 0.1%
 
68 419 < 0.1%
 
Other values (82) 13399 73.8%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 < 0.1%
 
4 1 < 0.1%
 
5 16 < 0.1%
 
6 29 < 0.1%
 
7 53 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 1 < 0.1%
 
93 1 < 0.1%
 
92 1 < 0.1%
 
91 2 < 0.1%
 
90 9 < 0.1%
 

Name
Categorical

Distinct count17140
Unique (%)94.5%
Missing (%)0.0%
Missing (n)0
J. Rodríguez
 
11
Paulinho
 
8
J. Williams
 
7
Other values (17137)
18121
ValueCountFrequency (%) 
J. Rodríguez 11 < 0.1%
 
Paulinho 8 < 0.1%
 
J. Williams 7 < 0.1%
 
R. Williams 7 < 0.1%
 
J. Valencia 6 < 0.1%
 
J. Hernández 6 < 0.1%
 
Felipe 6 < 0.1%
 
J. Gómez 6 < 0.1%
 
M. Pedersen 5 < 0.1%
 
J. Martínez 5 < 0.1%
 
Other values (17130) 18080 > 99.9%
 
Max length22
Mean length10.018
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Nationality
Categorical

Distinct count164
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
England
 
1657
Germany
 
1195
Spain
 
1071
Other values (161)
14224
ValueCountFrequency (%) 
England 1657 9.1%
 
Germany 1195 6.6%
 
Spain 1071 5.9%
 
Argentina 936 5.2%
 
France 911 5.0%
 
Brazil 825 < 0.1%
 
Italy 699 < 0.1%
 
Colombia 616 < 0.1%
 
Japan 478 < 0.1%
 
Netherlands 452 < 0.1%
 
Other values (154) 9307 51.3%
 
Max length20
Mean length7.6258
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Overall
Numeric

Distinct count48
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean66.254
Minimum46
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum46
5-th percentile54
Q162
Median66
Q371
95-th percentile77
Maximum94
Range48
Interquartile range9

Descriptive statistics

Standard deviation6.9133
Coef of variation0.10435
Kurtosis0.095135
Mean66.254
MAD5.4469
Skewness0.062948
Sum1.2023e+06
Variance47.794
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
66 1162 6.4%
 
67 1117 6.2%
 
64 1091 6.0%
 
65 1044 5.8%
 
68 1034 5.7%
 
63 1002 5.5%
 
69 973 5.4%
 
70 888 < 0.1%
 
62 830 < 0.1%
 
71 783 < 0.1%
 
Other values (38) 8223 45.3%
 

Minimum 5 values

ValueCountFrequency (%) 
46 1 < 0.1%
 
47 20 < 0.1%
 
48 32 < 0.1%
 
49 36 < 0.1%
 
50 103 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 2 < 0.1%
 
92 1 < 0.1%
 
91 6 < 0.1%
 
90 5 < 0.1%
 
89 11 < 0.1%
 

Penalties
Numeric

Distinct count87
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean48.546
Minimum5
Maximum92
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5
5-th percentile18
Q139
Median49
Q360
95-th percentile72
Maximum92
Range87
Interquartile range21

Descriptive statistics

Standard deviation15.703
Coef of variation0.32347
Kurtosis-0.34715
Mean48.546
MAD12.707
Skewness-0.35494
Sum8.8097e+05
Variance246.59
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
45 492 < 0.1%
 
55 487 < 0.1%
 
49 480 < 0.1%
 
48 473 < 0.1%
 
58 470 < 0.1%
 
59 467 < 0.1%
 
60 452 < 0.1%
 
50 444 < 0.1%
 
44 426 < 0.1%
 
40 419 < 0.1%
 
Other values (77) 13537 74.6%
 

Minimum 5 values

ValueCountFrequency (%) 
5 1 < 0.1%
 
7 1 < 0.1%
 
8 4 < 0.1%
 
9 6 < 0.1%
 
10 52 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
92 1 < 0.1%
 
91 1 < 0.1%
 
90 6 < 0.1%
 
89 3 < 0.1%
 
88 7 < 0.1%
 

Position
Categorical

Distinct count4
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
M
7589
D
5866
F
2667
ValueCountFrequency (%) 
M 7589 41.8%
 
D 5866 32.3%
 
F 2667 14.7%
 
GK 2025 11.2%
 
Max length2
Mean length1.1116
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Positioning
Highly correlated

This variable is highly correlated with LW and should be ignored for analysis

Correlation0.90182

Potential
Numeric

Distinct count47
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean71.324
Minimum48
Maximum95
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum48
5-th percentile62
Q167
Median71
Q375
95-th percentile82
Maximum95
Range47
Interquartile range8

Descriptive statistics

Standard deviation6.1323
Coef of variation0.085978
Kurtosis0.039079
Mean71.324
MAD4.9046
Skewness0.26547
Sum1.2943e+06
Variance37.605
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
70 1197 6.6%
 
69 1170 6.4%
 
71 1140 6.3%
 
68 1134 6.2%
 
72 1120 6.2%
 
73 1050 5.8%
 
74 1015 5.6%
 
66 991 5.5%
 
67 987 5.4%
 
75 951 5.2%
 
Other values (37) 7392 40.7%
 

Minimum 5 values

ValueCountFrequency (%) 
48 2 < 0.1%
 
50 2 < 0.1%
 
51 2 < 0.1%
 
52 10 < 0.1%
 
53 6 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95 1 < 0.1%
 
94 3 < 0.1%
 
93 4 < 0.1%
 
92 9 < 0.1%
 
91 12 < 0.1%
 

Preferred_Foot
Categorical

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Right
13938
Left
4209
ValueCountFrequency (%) 
Right 13938 76.8%
 
Left 4209 23.2%
 
Max length5
Mean length4.7681
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

RAM
Highly correlated

This variable is highly correlated with LW and should be ignored for analysis

Correlation0.99698

RB
Highly correlated

This variable is highly correlated with LWB and should be ignored for analysis

Correlation0.99632

RCB
Highly correlated

This variable is highly correlated with RB and should be ignored for analysis

Correlation0.97804

RCM
Highly correlated

This variable is highly correlated with RB and should be ignored for analysis

Correlation0.92673

RDM
Highly correlated

This variable is highly correlated with RCM and should be ignored for analysis

Correlation0.93478

Reactions
Numeric

Distinct count68
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean61.839
Minimum21
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum21
5-th percentile47
Q156
Median62
Q368
95-th percentile76
Maximum96
Range75
Interquartile range12

Descriptive statistics

Standard deviation9.0111
Coef of variation0.14572
Kurtosis0.057535
Mean61.839
MAD7.1724
Skewness-0.11443
Sum1.1222e+06
Variance81.199
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
64 862 < 0.1%
 
65 861 < 0.1%
 
60 833 < 0.1%
 
62 820 < 0.1%
 
63 811 < 0.1%
 
66 733 < 0.1%
 
58 716 < 0.1%
 
68 709 < 0.1%
 
67 701 < 0.1%
 
61 699 < 0.1%
 
Other values (58) 10402 57.3%
 

Minimum 5 values

ValueCountFrequency (%) 
21 1 < 0.1%
 
30 5 < 0.1%
 
31 5 < 0.1%
 
32 6 < 0.1%
 
33 12 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 1 < 0.1%
 
95 1 < 0.1%
 
94 1 < 0.1%
 
93 1 < 0.1%
 
92 1 < 0.1%
 

RF
Highly correlated

This variable is highly correlated with RCM and should be ignored for analysis

Correlation0.97222

RM
Highly correlated

This variable is highly correlated with RF and should be ignored for analysis

Correlation0.99411

RS
Highly correlated

This variable is highly correlated with RM and should be ignored for analysis

Correlation0.983

RW
Highly correlated

This variable is highly correlated with RS and should be ignored for analysis

Correlation0.9869

RWB
Highly correlated

This variable is highly correlated with RM and should be ignored for analysis

Correlation0.91001

ShortPassing
Highly correlated

This variable is highly correlated with RCM and should be ignored for analysis

Correlation0.92548

ShotPower
Numeric

Distinct count92
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean55.465
Minimum2
Maximum95
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile21
Q145
Median59
Q368
95-th percentile78
Maximum95
Range93
Interquartile range23

Descriptive statistics

Standard deviation17.236
Coef of variation0.31075
Kurtosis-0.33467
Mean55.465
MAD13.949
Skewness-0.68055
Sum1.0065e+06
Variance297.06
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
68 573 < 0.1%
 
70 558 < 0.1%
 
65 552 < 0.1%
 
62 541 < 0.1%
 
66 515 < 0.1%
 
60 497 < 0.1%
 
64 491 < 0.1%
 
63 472 < 0.1%
 
58 471 < 0.1%
 
59 462 < 0.1%
 
Other values (82) 13015 71.7%
 

Minimum 5 values

ValueCountFrequency (%) 
2 1 < 0.1%
 
3 1 < 0.1%
 
6 2 < 0.1%
 
7 1 < 0.1%
 
8 2 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
95 1 < 0.1%
 
94 1 < 0.1%
 
93 1 < 0.1%
 
92 3 < 0.1%
 
91 2 < 0.1%
 

Skill_Moves
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.3615
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
Median2
Q33
95-th percentile4
Maximum5
Range4
Interquartile range1

Descriptive statistics

Standard deviation0.75627
Coef of variation0.32025
Kurtosis-0.088176
Mean2.3615
MAD0.64473
Skewness0.14951
Sum42854
Variance0.57195
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
2 8556 47.1%
 
3 6598 36.4%
 
1 2025 11.2%
 
4 917 5.1%
 
5 51 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 2025 11.2%
 
2 8556 47.1%
 
3 6598 36.4%
 
4 917 5.1%
 
5 51 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 51 < 0.1%
 
4 917 5.1%
 
3 6598 36.4%
 
2 8556 47.1%
 
1 2025 11.2%
 

SlidingTackle
Highly correlated

This variable is highly correlated with Interceptions and should be ignored for analysis

Correlation0.92826

SprintSpeed
Highly correlated

This variable is highly correlated with Acceleration and should be ignored for analysis

Correlation0.92193

ST
Highly correlated

This variable is highly correlated with RW and should be ignored for analysis

Correlation0.9869

Stamina
Numeric

Distinct count85
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean63.222
Minimum12
Maximum96
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum12
5-th percentile29
Q156
Median66
Q374
95-th percentile84
Maximum96
Range84
Interquartile range18

Descriptive statistics

Standard deviation15.896
Coef of variation0.25144
Kurtosis0.48183
Mean63.222
MAD12.196
Skewness-0.91567
Sum1.1473e+06
Variance252.69
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
68 694 < 0.1%
 
69 668 < 0.1%
 
67 630 < 0.1%
 
72 611 < 0.1%
 
65 587 < 0.1%
 
74 577 < 0.1%
 
66 573 < 0.1%
 
70 571 < 0.1%
 
75 556 < 0.1%
 
64 549 < 0.1%
 
Other values (75) 12131 66.8%
 

Minimum 5 values

ValueCountFrequency (%) 
12 1 < 0.1%
 
13 2 < 0.1%
 
14 9 < 0.1%
 
15 4 < 0.1%
 
16 22 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
96 3 < 0.1%
 
95 2 < 0.1%
 
94 7 < 0.1%
 
93 27 < 0.1%
 
92 58 < 0.1%
 

StandingTackle
Highly correlated

This variable is highly correlated with SlidingTackle and should be ignored for analysis

Correlation0.97466

Strength
Numeric

Distinct count74
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean65.319
Minimum17
Maximum97
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum17
5-th percentile41
Q158
Median67
Q374
95-th percentile84
Maximum97
Range80
Interquartile range16

Descriptive statistics

Standard deviation12.552
Coef of variation0.19217
Kurtosis0.058545
Mean65.319
MAD9.9178
Skewness-0.46821
Sum1.1853e+06
Variance157.56
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
68 678 < 0.1%
 
67 626 < 0.1%
 
65 623 < 0.1%
 
69 605 < 0.1%
 
70 596 < 0.1%
 
73 569 < 0.1%
 
72 569 < 0.1%
 
64 564 < 0.1%
 
66 561 < 0.1%
 
75 540 < 0.1%
 
Other values (64) 12216 67.3%
 

Minimum 5 values

ValueCountFrequency (%) 
17 1 < 0.1%
 
24 2 < 0.1%
 
25 2 < 0.1%
 
26 4 < 0.1%
 
27 4 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
97 1 < 0.1%
 
95 3 < 0.1%
 
94 14 < 0.1%
 
93 29 < 0.1%
 
92 58 < 0.1%
 

Value_in_Pounds
Numeric

Distinct count217
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.4177e+06
Minimum0
Maximum1.185e+08
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile90000
Q13e+05
Median6.75e+05
Q32e+06
95-th percentile1e+07
Maximum1.185e+08
Range1.185e+08
Interquartile range1.7e+06

Descriptive statistics

Standard deviation5.6028e+06
Coef of variation2.3174
Kurtosis76.644
Mean2.4177e+06
MAD2.7661e+06
Skewness7.06
Sum4.3875e+10
Variance3.1392e+13
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
1.1e+06 431 < 0.1%
 
3.75e+05 366 < 0.1%
 
4.25e+05 349 < 0.1%
 
3.25e+05 344 < 0.1%
 
4.5e+05 340 < 0.1%
 
5.25e+05 336 < 0.1%
 
1.2e+06 324 < 0.1%
 
3.5e+05 323 < 0.1%
 
4e+05 321 < 0.1%
 
1e+06 318 < 0.1%
 
Other values (207) 14695 81.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 240 < 0.1%
 
10000 15 < 0.1%
 
20000 21 < 0.1%
 
30000 23 < 0.1%
 
40000 65 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1.185e+08 1 < 0.1%
 
1.105e+08 1 < 0.1%
 
1.02e+08 1 < 0.1%
 
9.3e+07 1 < 0.1%
 
8.9e+07 1 < 0.1%
 

Vision
Numeric

Distinct count85
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean53.408
Minimum10
Maximum94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum10
5-th percentile29
Q144
Median55
Q364
95-th percentile74
Maximum94
Range84
Interquartile range20

Descriptive statistics

Standard deviation14.147
Coef of variation0.26488
Kurtosis-0.35113
Mean53.408
MAD11.524
Skewness-0.35152
Sum9.6919e+05
Variance200.13
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
58 595 < 0.1%
 
55 565 < 0.1%
 
60 541 < 0.1%
 
59 536 < 0.1%
 
62 513 < 0.1%
 
65 507 < 0.1%
 
64 498 < 0.1%
 
53 471 < 0.1%
 
63 469 < 0.1%
 
52 469 < 0.1%
 
Other values (75) 12983 71.5%
 

Minimum 5 values

ValueCountFrequency (%) 
10 6 < 0.1%
 
11 20 < 0.1%
 
12 20 < 0.1%
 
13 17 < 0.1%
 
14 24 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
94 2 < 0.1%
 
93 1 < 0.1%
 
92 2 < 0.1%
 
91 3 < 0.1%
 
90 1 < 0.1%
 

Volleys
Numeric

Distinct count87
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean42.912
Minimum4
Maximum90
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile12
Q130
Median44
Q357
95-th percentile70
Maximum90
Range86
Interquartile range27

Descriptive statistics

Standard deviation17.696
Coef of variation0.41237
Kurtosis-0.71608
Mean42.912
MAD14.697
Skewness-0.1489
Sum7.7873e+05
Variance313.14
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
49 402 < 0.1%
 
59 387 < 0.1%
 
48 386 < 0.1%
 
58 382 < 0.1%
 
45 373 < 0.1%
 
42 369 < 0.1%
 
43 368 < 0.1%
 
55 359 < 0.1%
 
52 356 < 0.1%
 
54 354 < 0.1%
 
Other values (77) 14411 79.4%
 

Minimum 5 values

ValueCountFrequency (%) 
4 7 < 0.1%
 
5 90 < 0.1%
 
6 101 < 0.1%
 
7 110 < 0.1%
 
8 137 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
90 5 < 0.1%
 
89 1 < 0.1%
 
88 3 < 0.1%
 
87 5 < 0.1%
 
86 7 < 0.1%
 

Wage_in_Pounds
Numeric

Distinct count144
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9759
Minimum0
Maximum5.65e+05
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1000
Q11000
Median3000
Q39000
95-th percentile39000
Maximum5.65e+05
Range5.65e+05
Interquartile range8000

Descriptive statistics

Standard deviation22030
Coef of variation2.2574
Kurtosis100.43
Mean9759
MAD10527
Skewness7.8952
Sum1.771e+08
Variance4.8533e+08
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
1000 4873 26.9%
 
2000 2814 15.5%
 
3000 1851 10.2%
 
4000 1255 6.9%
 
5000 867 < 0.1%
 
6000 682 < 0.1%
 
7000 488 < 0.1%
 
8000 423 < 0.1%
 
9000 328 < 0.1%
 
10000 319 < 0.1%
 
Other values (134) 4247 23.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 229 < 0.1%
 
1000 4873 26.9%
 
2000 2814 15.5%
 
3000 1851 10.2%
 
4000 1255 6.9%
 

Maximum 5 values

ValueCountFrequency (%) 
5.65e+05 1 < 0.1%
 
4.55e+05 1 < 0.1%
 
4.2e+05 1 < 0.1%
 
4.05e+05 1 < 0.1%
 
3.8e+05 1 < 0.1%
 

Weak_Foot
Numeric

Distinct count5
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.9472
Minimum1
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q13
Median3
Q33
95-th percentile4
Maximum5
Range4
Interquartile range0

Descriptive statistics

Standard deviation0.6605
Coef of variation0.22411
Kurtosis0.65823
Mean2.9472
MAD0.4264
Skewness0.13862
Sum53482
Variance0.43626
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
3 11341 62.5%
 
2 3760 20.7%
 
4 2659 14.7%
 
5 229 < 0.1%
 
1 158 < 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 158 < 0.1%
 
2 3760 20.7%
 
3 11341 62.5%
 
4 2659 14.7%
 
5 229 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 229 < 0.1%
 
4 2659 14.7%
 
3 11341 62.5%
 
2 3760 20.7%
 
1 158 < 0.1%
 

Weight_in_Pounds
Numeric

Distinct count57
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean165.98
Minimum110
Maximum243
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum110
5-th percentile141
Q1154
Median165
Q3176
95-th percentile194
Maximum243
Range133
Interquartile range22

Descriptive statistics

Standard deviation15.593
Coef of variation0.093946
Kurtosis0.091979
Mean165.98
MAD12.422
Skewness0.21642
Sum3.0121e+06
Variance243.15
Memory size141.9 KiB
Histogram
ValueCountFrequency (%) 
165 1483 8.2%
 
154 1437 7.9%
 
176 1041 5.7%
 
172 985 5.4%
 
159 945 5.2%
 
161 936 5.2%
 
163 901 < 0.1%
 
170 860 < 0.1%
 
168 835 < 0.1%
 
174 704 < 0.1%
 
Other values (47) 8020 44.2%
 

Minimum 5 values

ValueCountFrequency (%) 
110 2 < 0.1%
 
115 1 < 0.1%
 
117 6 < 0.1%
 
119 4 < 0.1%
 
121 10 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
243 1 < 0.1%
 
236 2 < 0.1%
 
234 1 < 0.1%
 
229 1 < 0.1%
 
227 2 < 0.1%
 

Work_Rate
Categorical

Distinct count9
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Medium/ Medium
9804
High/ Medium
3170
Medium/ High
 
1690
Other values (6)
3483
ValueCountFrequency (%) 
Medium/ Medium 9804 54.0%
 
High/ Medium 3170 17.5%
 
Medium/ High 1690 9.3%
 
High/ High 1015 5.6%
 
Medium/ Low 849 < 0.1%
 
High/ Low 697 < 0.1%
 
Low/ Medium 449 < 0.1%
 
Low/ High 439 < 0.1%
 
Low/ Low 34 < 0.1%
 
Max length14
Mean length12.702
Min length8
Contains charsTrue
Contains digitsFalse
Contains spacesTrue
Contains non-wordsTrue

Correlations

Pearson matrix
Spearman matrix
Kendall matrix
Phi<sub>k</sub> matrix
Recoded matrix

Missing values

Matrix

Matrix

Count

Bar

Sample

First rows

AccelerationAgeAggressionAgilityBalanceBallControlBody_TypeCAMCBCDMCFClubCMComposureCrossingCurveDribblingFinishingFKAccuracyGKDivingGKHandlingGKKickingGKPositioningGKReflexesHeadingAccuracyHeight_in_CmsInterceptionsInternational_ReputationJersey_NumberJumpingLAMLBLCBLCMLDMLFLMLongPassingLongShotsLSLWLWBMarkingNameNationalityOverallPenaltiesPositionPositioningPotentialPreferred_FootRAMRBRCBRCMRDMReactionsRFRMRSRWRWBShortPassingShotPowerSkill_MovesSlidingTackleSprintSpeedSTStaminaStandingTackleStrengthValue_in_PoundsVisionVolleysWage_in_PoundsWeak_FootWeight_in_PoundsWork_Rate
091.03148.091.095.096.0Lean95496395FC Barcelona8696.084.093.097.095.094.06.011.015.014.08.070.0170.1822.05.010.068.09561498663959387.094.090946633.0L. MessiArgentina9475.0F94.094Left956149866395.0959390946690.085.04.026.086.09072.028.059.0110500000.094.086.0565000.04.0159Medium/ Medium
189.03363.087.070.094.0Normal91566493Juventus8495.084.081.088.094.076.07.011.015.014.011.089.0187.9629.05.07.095.09164568464939177.093.094926828.0Cristiano RonaldoPortugal9485.0F95.094Right916456846496.0939194926881.095.05.023.091.09488.031.079.077000000.082.087.0405000.04.0183High/ Low
294.02656.096.084.095.0Lean92506392Paris Saint-Germain8494.079.088.096.087.087.09.09.015.015.011.062.0175.2636.05.010.061.09263508463929178.082.087926827.0Neymar JrBrazil9281.0M89.093Right926350846394.0929187926884.080.05.033.090.08781.024.049.0118500000.087.084.0290000.05.0150High/ Medium
357.02738.060.043.042.0Lean0000Manchester United068.017.021.018.013.019.090.085.087.088.094.021.0193.0430.04.01.067.0000000051.012.000015.0De GeaSpain9140.0GK12.093Right0000090.00000050.031.01.013.058.0043.021.064.072000000.068.013.0260000.03.0168Medium/ Medium
478.02776.079.077.091.0Normal91698090Manchester City9088.093.085.086.082.083.015.013.05.010.013.055.0180.3461.04.07.063.09176699080909191.091.085908068.0K. De BruyneBelgium9179.0M87.092Right917669908091.0909185908092.091.04.051.076.08590.058.075.0102000000.094.082.0355000.05.0154High/ High
594.02754.095.094.094.0Normal92526691Chelsea8591.081.083.095.084.079.011.012.06.08.08.061.0172.7241.04.010.056.09263528566919283.080.086926934.0E. HazardBelgium9186.0F87.091Right926352856690.0919286926989.082.04.022.088.08683.027.066.093000000.089.080.0340000.04.0163High/ Medium
680.03262.093.094.093.0Lean90748487Real Madrid9184.086.085.090.072.078.013.09.07.014.09.055.0172.7283.04.010.068.09082749184878988.082.080888560.0L. ModrićCroatia9182.0M79.091Right908274918490.0878980888593.079.04.073.072.08089.076.058.067000000.092.076.0420000.04.0146High/ High
786.03187.082.083.090.0Normal90687392FC Barcelona8485.077.086.087.093.084.027.025.031.033.037.077.0182.8841.05.09.069.09071688473928964.085.092917462.0L. SuárezUruguay9185.0F92.091Right907168847392.0928992917482.086.03.038.075.09290.045.083.080000000.084.088.0455000.04.0190High/ Medium
876.03288.078.066.084.0Normal74908774Real Madrid7882.066.074.063.060.072.011.08.09.07.011.091.0182.8890.04.015.093.07487907887747577.059.076738487.0Sergio RamosSpain9175.0D60.091Right748790788785.0747576738478.079.03.091.075.07684.092.083.051000000.063.066.0380000.03.0181High/ Medium
943.02534.067.049.016.0Normal0000Atlético Madrid070.013.013.012.011.014.086.092.078.088.089.015.0187.9619.03.01.076.0000000026.012.000027.0J. OblakSlovenia9011.0GK11.093Right0000086.00000029.022.01.018.060.0041.012.078.068000000.070.013.094000.03.0192Medium/ Medium

Last rows

AccelerationAgeAggressionAgilityBalanceBallControlBody_TypeCAMCBCDMCFClubCMComposureCrossingCurveDribblingFinishingFKAccuracyGKDivingGKHandlingGKKickingGKPositioningGKReflexesHeadingAccuracyHeight_in_CmsInterceptionsInternational_ReputationJersey_NumberJumpingLAMLBLCBLCMLDMLFLMLongPassingLongShotsLSLWLWBMarkingNameNationalityOverallPenaltiesPositionPositioningPotentialPreferred_FootRAMRBRCBRCMRDMReactionsRFRMRSRWRWBShortPassingShotPowerSkill_MovesSlidingTackleSprintSpeedSTStaminaStandingTackleStrengthValue_in_PoundsVisionVolleysWage_in_PoundsWeak_FootWeight_in_PoundsWork_Rate
1819768.01837.058.062.051.0Normal51424650Cork City4952.044.048.050.044.046.013.06.09.010.015.036.0177.8028.01.014.055.05146424946505152.037.047514741.0D. HollandRepublic of Ireland4749.0M39.061Right514642494641.0505147514753.050.02.038.062.04750.047.038.060000.048.043.01000.03.0141Medium/ Medium
1819818.01825.022.047.011.0Lean0000Burton Albion034.014.013.010.08.010.046.052.058.042.048.014.0180.346.01.022.056.0000000021.05.000015.0J. LiveseyEngland4714.0GK5.070Right0000036.00000019.026.01.013.024.0020.011.038.060000.037.08.01000.02.0154Medium/ Medium
1819960.01853.053.055.047.0Lean46505046Vancouver Whitecaps FC4740.031.035.046.031.031.07.07.09.014.015.041.0167.6449.01.065.057.04649504750464755.030.044454948.0M. BaldisimoCanada4736.0M35.069Right464950475046.0464744454951.049.02.049.063.04442.049.043.070000.040.026.01000.03.0150Medium/ High
1820065.01826.064.080.041.0Lean46293047Swindon Town3950.028.032.039.047.025.011.015.012.012.011.047.0175.2616.01.021.077.04632293930474330.051.047463315.0J. YoungScotland4758.0F46.062Left463229393054.0474347463342.044.02.014.048.04731.017.031.060000.037.037.01000.02.0157Medium/ Medium
1820152.01844.039.048.032.0Lean30484032Waterford FC3243.022.021.021.023.027.09.010.09.011.013.045.0185.4245.01.029.074.03044483240323227.016.034314144.0D. WalshRepublic of Ireland4738.0D20.068Left304448324043.0323234314125.039.02.053.052.03439.047.052.060000.031.027.01000.03.0168Medium/ Medium
1820254.01946.060.076.043.0Lean47474746Crewe Alexandra4745.034.030.042.038.034.010.013.07.08.09.040.0175.2646.01.022.055.04747474747464645.038.044464640.0J. LundstramEngland4743.0M39.065Right474747474749.0464644464649.043.02.047.057.04440.048.047.060000.052.025.01000.02.0134Medium/ Medium
1820341.01947.038.052.040.0Normal42343344Trelleborgs FF3742.023.032.039.052.020.010.09.09.05.012.052.0190.5016.01.021.047.04231343733444025.042.047413222.0N. ChristofferssonSweden4743.0F46.063Right423134373340.0444047413243.041.02.019.039.04743.015.067.060000.033.036.01000.02.0170Medium/ Medium
1820470.01632.050.058.044.0Normal46303248Cambridge United4041.025.038.045.040.027.06.05.010.06.013.046.0172.7215.01.033.060.04635304032484628.045.047473632.0B. WormanEngland4755.0F48.067Right463530403247.0484647473638.045.02.011.069.04755.013.032.060000.043.038.01000.03.0148Medium/ Medium
1820561.01733.052.071.052.0Lean47333448Tranmere Rovers4146.044.034.051.050.032.014.06.014.08.09.039.0177.8022.01.034.042.04737334134484832.034.049493820.0D. Walker-RiceEngland4750.0M44.066Right473733413421.0484849493842.064.02.027.060.04940.025.048.060000.047.040.01000.03.0154Medium/ Medium
1820657.01656.055.063.051.0Lean47494846Tranmere Rovers4743.041.040.043.034.034.010.015.09.012.09.046.0177.8042.01.033.062.04748494748464844.032.045474840.0G. NugentEngland4633.0M34.066Right474849474851.0464845474848.043.02.050.055.04547.043.060.060000.049.030.01000.03.0176Medium/ Medium